Agentum Entity Resolver
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Description from the maker (original English)
MCP server for Pakistani law: search and cite federal statutes and Supreme Court judgments.
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"pk-eli": {
"command": "uvx",
"args": [
"pk-eli-mcp"
]
}
}
}Run this in your terminal
claude mcp add pk-eli -- uvx pk-eli-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pk-eli": {
"command": "uvx",
"args": [
"pk-eli-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"pk-eli": {
"type": "stdio",
"command": "uvx",
"args": [
"pk-eli-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account matematicsolutions, which owns the repo
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The GitHub repo last changed –, and the latest version (0.4.4) reached the registry 32 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Agentum Entity Resolver, Contract Compass, Agent Data Tools: Company, compliance and checks
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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MCP server for Pakistani law: 967 federal statutes and 1,414 Supreme Court of Pakistan judgments, full text, with a strict citation contract on every response.
Pakistan publishes no machine-readable legal API, so this connector is corpus-based: it serves two public HuggingFace mirrors of official sources instead of querying a government endpoint live.
| Collection | Source | Snapshot | License |
|---|---|---|---|
| Federal statutes (967) | Pakistan_Laws_Dataset, collected from pakistancode.gov.pk PDFs (Ministry of Law and Justice) | 2025-01-30 | ODC-BY 1.0 |
| Supreme Court judgments (1,414) | supreme-court-of-pak-judgments | 2024-07-26 | MIT |
Honest limits, stated up front: both collections are static snapshots. Amendments after 2025-01-30 and judgments after 2024-07-26 are absent, and the judgment corpus is a subset of the Court's output. Every response repeats this in dataset_note. Verify currency against pakistancode.gov.pk and scp.gov.pk before relying on a provision.
| Tool | What it does |
|---|---|
pk_search_laws | Keyword search over the 967 federal statutes (title-weighted). First call downloads the 47 MB corpus once, then serves from cache. |
pk_get_law | Full statute text by law_id (truncated at ~300,000 characters). |
pk_case_search | Server-side full-text search over the Supreme Court judgments. |
pk_get_decision | One judgment's full text, by row_idx or registry case_id. |
pk_verify_citations | Anti-hallucination check: extracts Pakistani legal citations from any text and verifies each against the corpus. |
pk_coverage | Declare what this connector covers, when each family was captured, and - explicitly - what it does NOT cover. Every gap carries a fallback. |
pk_verify_citations)Run it on a drafted answer, memo or pleading before it reaches a reader. The tool extracts every checkable citation and verifies it against the corpus:
section 302 of the Pakistan Penal Code, section 10A of the Pakistan Study Centres Act, 1976, sections 6 and 7 of ..., sub-section (1) of section 6 of ...;Act No. XLV of 1860, Ordinance No. LII of 2000 (Roman or Arabic);Article 184(3) of the Constitution (the tail is required - a bare Article 5 could be any instrument and is deliberately ignored);Crl.A. 93/2013, Criminal Appeal No. 93 of 2013.The semantics are deliberately hard:
HALLUCINATION_DETECTED with isError=true, plus a range hint of what does exist (section 999 does not exist in this act; 59 sections are machine-detectable in its text, numbered section 1-66).NO_CITATIONS_FOUND is not a success - it means there was nothing to check.section 302 of the Pakistan Penal Code (punishment of qatl-i-amd)) is content-checked against the real provision text with a character-trigram match. A mismatch is a review signal, never a hard block.gaps field. The judgment corpus is a subset and roughly half the statute PDFs carry no machine-readable coordinate header, so an unresolvable citation is reported as out_of_corpus ("existence UNKNOWN, not disproven"), never as a hallucination.The parse-verify-report pattern is adapted from korean-law-mcp (MIT) - see THIRD_PARTY.md. The same pattern shipped first in it-eli-mcp v0.6.0; the fleet rollout plan lives in docs/VERIFY-ROLLOUT.md.
Pakistan has not deployed ELI. Every response still carries the fleet contract:
eli_uri - a stable, resolvable URL: the canonical pakistancode.gov.pk PDF for statutes, the dataset row URI for judgments. Never invented; see eli_note.human_readable_citation - e.g. THE PRIVATISATION COMMISSION ORDINANCE, 2000 or Supreme Court of Pakistan, Crl.A. 93/2013.source_url - where a human can read the same document.As a Claude plugin (Claude Code or the desktop app, needs uv); see plugin/README.md for what it sends and stores:
/plugin marketplace add matematicsolutions/pk-eli-mcp
/plugin install pk-eli-mcp@pk-eli-mcp
As a standalone server:
uvx pk-eli-mcp # or: pip install pk-eli-mcp
Claude Code:
claude mcp add pk-eli-mcp -- uvx pk-eli-mcp
Or drop .mcp.json.example into your project as .mcp.json.
Smart App Control blocks unsigned executables, which covers uvx.exe, pip.exe and the pk-eli-mcp.exe launcher that pip writes at install time. The python.exe and py.exe from the python.org installer are signed by the Python Software Foundation, so running the module through the interpreter works:
python -m pip install pk-eli-mcp
python -m pk_eli_mcp
pip.exe is blocked for the same reason, so install with python -m pip, not pip install. If python is not on PATH, use the Windows launcher: py -3 -m pk_eli_mcp.
{ "mcpServers": { "pk-eli-mcp": { "command": "python", "args": ["-m", "pk_eli_mcp"] } } }
Do not turn Smart App Control off to work around this - it cannot be re-enabled without reinstalling Windows.
| Env | Default | Purpose |
|---|---|---|
PK_ELI_CACHE_DIR | ~/.matematic/cache/pk-eli | Corpus file + HTTP cache |
PK_ELI_AUDIT_DIR | ~/.matematic/audit | JSONL audit log (one line per tool call) |
PK_ELI_CORPUS_URL | the pk-laws-corpus.json.gz asset of this repository's latest GitHub release | Statute corpus mirror; '' skips it and downloads the pinned Hugging Face revision directly (the Claude plugin does this) |
Network: statute searches run on the local corpus; judgment searches send the query to Hugging Face's public datasets-server. The corpus is downloaded once, from the mirror above or from Hugging Face. No LLM provider, no telemetry.
python -m venv .venv && .venv/Scripts/pip install -e ".[dev]" # Linux/macOS: .venv/bin/pip
ruff check src tests pytest tests/test_instructions_drift.py tests/test_corpus.py # offline pytest tests/test_smoke.py # live (downloads the corpus)
Read-only by design: the server can search and fetch, never write. Every tool call appends an audit line (~/.matematic/audit/pk-eli-mcp.jsonl) with a SHA-256 input hash, duration and status. See CONSTITUTION.md for the rules this connector is built under and DISCOVERY.md for how the sources were chosen.
Apache-2.0 for this code. The datasets keep their own licenses (ODC-BY 1.0 and MIT); the underlying texts are Government of Pakistan public legal documents.